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Lectures on Nonsmooth Optimization by Qinian Jin

Lectures on Nonsmooth Optimization

by Qinian Jin
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₹19,910.00
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Book cover type: Hardcover
  • ISBN13: 9783031914164
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 560
  • Original Price: USD 199.99
  • Language: English
  • Edition: N/A
  • Item Weight: 976 grams
  • BISAC Subject(s): Optimization

It first introduces basic facts on convex analysis and subdifferetial calculus, various algorithms are then discussed, including subgradient methods, mirror descent methods, proximal algorithms, alternating direction method of multipliers, primal dual spl

Qinian Jin graduated from Anhui Normal University in China with a bachelor degree and obtained his PhD degree from the Department of Mathematics at Rutgers University, New Brunswick, USA. He then joined the Mathematical Sciences Institute at Australian National University in 2011. His research was supported by Australian Research Council (ARC) and he was awarded the Future Fellowship from ARC. His research interest covers inverse problems, numerical analysis, optimization, partial differential equations, geometric analysis. In particular his recent research focuses on using nonsmooth optimization technique to design algorithms for solving ill-posed inverse problems. He has published about 70 papers on international journals.

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